TRAINING DATA GENERATION METHOD FOR HUMAN FACIAL RECOGNITION AND DATA GENERATION APPARATUS

專利類型

發明

專利國別 (專利申請國家)

美國

專利申請案號

16/697,212

專利證號

US 11,170,203

專利獲證名稱

TRAINING DATA GENERATION METHOD FOR HUMAN FACIAL RECOGNITION AND DATA GENERATION APPARATUS

專利所屬機關 (申請機關)

國立中央大學

獲證日期

2021/11/09

技術說明

本發明實施例提出一種用於人臉辨識的訓練資料產生方法及資料產生裝置。基於人臉形變模型生成大量虛擬的合成模型，其中對臉部形狀、表情及/或角度變化以增加訓練資料的多樣性。經實驗結果得出，前述訓練資料可增進人臉辨識的準確度。 A training data generation method for human facial recognition and a data generation apparatus are provided. Lots of virtual synthesized models are generated based on the human facial morphable model, the face of the model would be varied on shape, expression and/or pose, to improve training data variety. According to the experiment result, the accuracy of human facial recognition can be enhanced based on the aforementioned training data.

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